However, in men with a high prevalence of obesity or T2DM and those with conditions that affect SHBG levels, low total testosterone levels cannot reliably predict biochemical hypogonadism. The gene discussed is SHBG; the disease is obesity due to melanocortin 4 receptor deficiency.